METHOD AND APPARATUS FOR DELETING TRAINED DATA OF DEEP LEARNING MODEL

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United States of America Patent

APP PUB NO 20230040695A1
SERIAL NO

17881753

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Abstract

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The present disclosure relates to a method and an apparatus for deleting training data of a deep learning model. The trained data deleting method according to an exemplary embodiment of the present disclosure includes calculating a result value for a label allocated to data to be deleted which is included in the training data; reallocating a label of the data to be deleted by comparing the result value; generating a neutralized model obtained by neutralizing the deep learning model with the data to be deleted and a reallocated label of the data to be deleted as inputs; and training the neutral model based on retrained data which is training data, excluding the data to be deleted, among the trained data.

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Patent Owner(s)

Patent OwnerAddress
RESEARCH & BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY(CHEONCHEON-DONG SUNGKYUNKWAN UNIVERSITY) 2066 SEOBU-RO JANGAN-GU SUWON-SI GYEONGGI-DO 16419 16419

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
KIM, Jun Yaup Gwangju, KR 1 0
KIM, Min Ha Suwon-si, KR 16 414
WOO, Simon Sungil Suwon-si, KR 7 1

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